Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

SurfSense is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

SurfSense

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

SurfSense

Best first install candidate based on install readiness and adoption.

Freshest repo

Dynamiq

Most recent maintenance signal among this shortlist.

Signal	TaskingAI The open source platform for AI-native application development.	Dynamiq Dynamiq is an orchestration framework for agentic AI and LLM applications	SurfSense An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9	LEANN [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Quality	78/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	80/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	5.4K stars 0 installs	1.1K stars 0 installs	14K stars 0 installs	12K stars 0 installs
Freshness	Dec 2, 2024	Jun 15, 2026	Jun 12, 2026	Jun 7, 2026
Use-case fit	RAG and knowledge Workflow automation Coding agents	Coding agents RAG and knowledge Sports analytics	RAG and knowledge Sports analytics Coding agents	Local desktop Coding agents RAG and knowledge
Stack fit	RAG knowledge base Content growth agent	Coding review agent RAG knowledge base	RAG knowledge base Content growth agent	Coding review agent RAG knowledge base
Platform hints	Python, RAG, Claude Code, OpenAI Agents, LangChain	Python, RAG, Claude Code, OpenAI Agents	Python, RAG, Claude Code, LangChain	Python, RAG, Claude Code, OpenAI Agents, LangChain
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No major risk signals from current metadata
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Local desktop workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	2 views 0 install copies	1 views 0 install copies
Install	`$ npx skills add TaskingAI/TaskingAI`	`$ npx skills add dynamiq-ai/dynamiq`	`$ npx skills add MODSetter/SurfSense`	`$ npx skills add yichuan-w/LEANN`